New York City · IVF & Fertility

CDC ART

How to read this firm's data

How to read this firm's data

Header tiles

Rank
Position among firms named in the category's latest scan.
Response mention rate
The percentage of latest-snapshot AI responses that named this business. ±X is the 95% confidence margin.
Cited by
How many of the four AI assistants named this firm at least once.
Tier
🟢 consensus · 🟡 mid-tier · ⚪ sample-limited.

Breakdowns + log

90-day trend
Each dot is one category snapshot.
Per-AI breakdown
Responses from each assistant that named this firm.
By question type
Citations grouped by what the buyer was asking.
Citation log
Every recorded instance where an AI named this firm.

Full methodology →

Rank

#25

of 677 firms

Response mention rate

3.4%

±1.1% (95% confidence)

Cited by

4/4

✓ Claude ✓ ChatGPT ✗ Gemini ✓ Perplexity

Tier

🟡 Mid-tier

35 citations · consensus 3.58

Per-AI breakdown

Empty cards = that AI assistant doesn't surface this firm. A firm cited by only one AI is likely invisible to most buyers.

Claude

12

mentions

ChatGPT

3

mentions

Gemini

0

mentions

Perplexity

17

mentions

By question type

Citations split by buyer-intent category. Empty rows = AI doesn't think of this firm when buyers ask that kind of question.

Decision
5 mentions
Learning
11 mentions
Follow Up
8 mentions
Validation
11 mentions

Citation log

35 mentions recorded for this business in the latest snapshot.

Where CDC ART is winning + missing, prompt-by-prompt

117 of 131 ranking-layer buyer prompts don't cite this firm. The three firms cited most on each missing prompt are the competitors closing that gap. Prompt text is redacted (see methodology §8) — buckets show the shape of the gap.

117 missing prompts Sorted by competitor citation weight

P-014

Decision

+ 102 more missing prompts. The full list — with the verbatim prompt text and every cited firm — is part of a Viclaro audit.
14 winning prompts Prompts where AI cited this firm

Peer firms in New York City ivf & fertility

Other firms ChatGPT, Claude, Gemini, and Perplexity name in this category.

See the full IVF & Fertility ranking →

Want to climb the rankings?

We'll show you the exact content competitors published that earned their citations — and the specific answer blocks + schema markup for CDC ART to outrank them.

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